{"title":"基于动态安全域的自动变道轨迹规划方法","authors":"Yangyang Wang, Xiaolang Cao, Yulun Hu","doi":"10.1007/s42154-023-00224-5","DOIUrl":null,"url":null,"abstract":"<div><p>Traditional research on automatic lane change has primarily focused on high-speed scenarios and has not considered the dynamic state changes of surrounding vehicles. This paper addresses this problem by proposing a trajectory planning method to enable automatic lane change at medium and low speeds. The method is based on a dynamic safety domain model, which takes into account the actual state change of surrounding vehicles, as well as the upper boundary of the safety domain for collision avoidance and the lower boundary of comfort for vehicle stability. The proposed method involves the quantification of the safety and comfort boundaries through parametric modeling of the vehicle. A quintic polynomial trajectory planning method is proposed and evaluated through simulation and testing, resulting in improved safety and comfort for automatic lane change.</p></div>","PeriodicalId":36310,"journal":{"name":"Automotive Innovation","volume":"6 3","pages":"466 - 480"},"PeriodicalIF":4.8000,"publicationDate":"2023-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Trajectory Planning Method of Automatic Lane Change Based on Dynamic Safety Domain\",\"authors\":\"Yangyang Wang, Xiaolang Cao, Yulun Hu\",\"doi\":\"10.1007/s42154-023-00224-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Traditional research on automatic lane change has primarily focused on high-speed scenarios and has not considered the dynamic state changes of surrounding vehicles. This paper addresses this problem by proposing a trajectory planning method to enable automatic lane change at medium and low speeds. The method is based on a dynamic safety domain model, which takes into account the actual state change of surrounding vehicles, as well as the upper boundary of the safety domain for collision avoidance and the lower boundary of comfort for vehicle stability. The proposed method involves the quantification of the safety and comfort boundaries through parametric modeling of the vehicle. A quintic polynomial trajectory planning method is proposed and evaluated through simulation and testing, resulting in improved safety and comfort for automatic lane change.</p></div>\",\"PeriodicalId\":36310,\"journal\":{\"name\":\"Automotive Innovation\",\"volume\":\"6 3\",\"pages\":\"466 - 480\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2023-09-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Automotive Innovation\",\"FirstCategoryId\":\"1087\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s42154-023-00224-5\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Automotive Innovation","FirstCategoryId":"1087","ListUrlMain":"https://link.springer.com/article/10.1007/s42154-023-00224-5","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
A Trajectory Planning Method of Automatic Lane Change Based on Dynamic Safety Domain
Traditional research on automatic lane change has primarily focused on high-speed scenarios and has not considered the dynamic state changes of surrounding vehicles. This paper addresses this problem by proposing a trajectory planning method to enable automatic lane change at medium and low speeds. The method is based on a dynamic safety domain model, which takes into account the actual state change of surrounding vehicles, as well as the upper boundary of the safety domain for collision avoidance and the lower boundary of comfort for vehicle stability. The proposed method involves the quantification of the safety and comfort boundaries through parametric modeling of the vehicle. A quintic polynomial trajectory planning method is proposed and evaluated through simulation and testing, resulting in improved safety and comfort for automatic lane change.
期刊介绍:
Automotive Innovation is dedicated to the publication of innovative findings in the automotive field as well as other related disciplines, covering the principles, methodologies, theoretical studies, experimental studies, product engineering and engineering application. The main topics include but are not limited to: energy-saving, electrification, intelligent and connected, new energy vehicle, safety and lightweight technologies. The journal presents the latest trend and advances of automotive technology.